AI developer working in the enhancement and development of applications based on Large Language Models (LLMs).
Developing Open-Source software - AVNLP:
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BioThink: Self-Reflective Question-Answering for Biomedical Reasoning.
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LLM-Finetuning: Pipelines for Fine-Tuning LLMs using SFT and RLHF.
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GRPO: Group Relative Policy Optimization (GRPO) Implementations.
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RAG-Model-Training: Training LLMs for Retrieval Augmented Generation.
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RAG Pipelines: Advanced RAG Pipelines and Evaluation: Self-Reflective RAG, Corrective RAG, Adaptive RAG, Sub-Query Generation and Routing, DeepEval.
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DSPy-Opt: Advanced RAG Pipelines optimized with DSPy.
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PRP: Implementation of Pairwise Ranking Prompting (PRP) technique.
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Rankers: LLM based Pairwise, Setwise, and Listwise rankers.
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RRF: Performance Evaluation of Rankers and RRF Techniques for Retrieval Pipelines.
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LLM Blender: Ensembling LLMs using LLM-Blender.
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Financial Dashboard : Built an end-to-end Financial Dashboard that collects and consolidates all of a business's critical observations in one place using the information obtained from the annual 10-K SEC Filings. The financial dashboard contains:
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Insights and summaries for different sections from annual corporate filings.
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Sentiment-based score that measures the company's performance over a certain time period.
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Identification of Important topics and Frequently occuring words mentioned in the report.
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Open Source Contributions: